A graph platform, like Neo4j, is designed to facilitate collaboration among different groups in an organization by providing a variety of skill-specific tools for data scientists, solution developers, and business users. The platform offers efficient means for discovery and design, global analysis procedures, and algorithms that help identify communities, bottlenecks, influence points, and pathways. It also provides fast feedback loops, human-friendly ways to express connections, and a native graph database with analytics integration and robust procedures. Graph algorithms, such as those offered by Neo4j, reveal hidden patterns and structures in connected data, enabling pathfinding, centrality, and community detection, and are simple to apply across different user groups.